Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications.
Jia-Hong LeeYi-Ming ChanTing-Yen ChenChu-Song ChenPublished in: CoRR (2018)
Keyphrases
- lightweight
- mobile applications
- multi task
- joint estimation
- face images
- age estimation
- face recognition
- multi task learning
- learning tasks
- mobile devices
- mobile phone
- human faces
- facial expressions
- context aware
- principal component analysis
- user experience
- feature selection
- high resolution
- feature extraction
- transfer learning
- multi class
- face verification
- learning problems
- feature vectors
- input image
- metric learning
- face databases
- facial images
- training set
- gaussian processes
- wireless sensor networks
- facial features
- information gain
- end users
- dimensionality reduction
- reinforcement learning
- learning algorithm
- gender recognition